Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.256103 0.287101 0.321847 0.363972 0.414059 0.472214 0.545589
2024-12-29 0.206751 0.247393 0.297376 0.364593 0.454585 0.573937 0.749715
2025-01-05 0.170760 0.213146 0.268583 0.348698 0.465690 0.637749 0.926179
2025-01-12 0.145700 0.187424 0.244480 0.331498 0.467448 0.684969 1.092937
2025-01-19 0.128373 0.169126 0.226887 0.318977 0.471353 0.734022 1.281165
2025-01-26 0.122492 0.165769 0.229652 0.336913 0.527079 0.886987 1.749225
2025-02-02 0.120630 0.167766 0.240326 0.369021 0.615148 1.133944 2.613681
2025-02-09 0.116194 0.165168 0.243164 0.387950 0.683521 1.370331 3.697141
2025-02-16 0.111068 0.160818 0.242379 0.399912 0.740894 1.609230 5.118063
2025-02-23 0.104719 0.153800 0.236102 0.400157 0.772604 1.797771 6.672330
2025-03-02 0.095840 0.141832 0.219895 0.378182 0.747134 1.808645 7.380150
2025-03-09 0.090179 0.134819 0.211831 0.371661 0.758013 1.941532 9.149462
2025-03-16 0.084542 0.127712 0.203445 0.364464 0.768979 2.096031 11.732986
2025-03-23 0.080719 0.123493 0.200091 0.367928 0.810750 2.401272 17.359629
2025-03-30 0.075035 0.115579 0.188993 0.352513 0.795845 2.473310 21.073135
2025-04-06 0.069690 0.107913 0.177721 0.335217 0.771513 2.493464 24.535690
2025-04-13 0.065347 0.101768 0.168911 0.322542 0.758424 2.562993 30.100956
2025-04-20 0.064627 0.102108 0.172873 0.340768 0.847978 3.242184 68.088033
2025-04-27 0.065191 0.104838 0.181929 0.373393 1.001290 4.567869 326.303764
2025-05-04 0.064376 0.104898 0.185450 0.392635 1.117796 5.949384 3372.717820
2025-05-11 0.062992 0.103751 0.186263 0.404797 1.213813 7.464271 NaN
2025-05-18 0.060800 0.100876 0.183021 0.405046 1.260348 8.649940 NaN
2025-05-25 0.057140 0.094907 0.172460 0.382705 1.197484 8.359912 NaN